@inproceedings{bb232000,
AUTHOR = "Sandler, R. and Lindenbaum, M.",
TITLE = "Nonnegative Matrix Factorization with Earth Mover's Distance metric",
BOOKTITLE = CVPR09,
YEAR = "2009",
PAGES = "1873-1880",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT226946"}
@article{bb232001,
AUTHOR = "Guan, N.Y. and Tao, D.C. and Luo, Z.G. and Yuan, B.",
TITLE = "Manifold Regularized Discriminative Nonnegative Matrix Factorization
With Fast Gradient Descent",
JOURNAL = IP,
VOLUME = "20",
YEAR = "2011",
NUMBER = "7",
MONTH = "July",
PAGES = "2030-2048",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT226947"}
@article{bb232002,
AUTHOR = "Ambai, M. and Utama, N.P. and Yoshida, Y.",
TITLE = "Dimensionality Reduction for Histogram Features Based on Supervised
Non-negative Matrix Factorization",
JOURNAL = IEICE,
VOLUME = "E94-D",
YEAR = "2011",
NUMBER = "10",
MONTH = "October",
PAGES = "1870-1879",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT226948"}
@article{bb232003,
AUTHOR = "Pan, J.Y. and Zhang, J.S.",
TITLE = "Large margin based nonnegative matrix factorization and partial least
squares regression for face recognition",
JOURNAL = PRL,
VOLUME = "32",
YEAR = "2011",
NUMBER = "14",
MONTH = "October",
PAGES = "1822-1835",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT226949"}
@article{bb232004,
AUTHOR = "Yokoya, N. and Yairi, T. and Iwasaki, A.",
TITLE = "Coupled Nonnegative Matrix Factorization Unmixing for Hyperspectral and
Multispectral Data Fusion",
JOURNAL = GeoRS,
VOLUME = "50",
YEAR = "2012",
NUMBER = "2",
MONTH = "February",
PAGES = "528-537",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT226950"}
@article{bb232005,
AUTHOR = "Yokoya, N. and Chanussot, J. and Iwasaki, A.",
TITLE = "Nonlinear Unmixing of Hyperspectral Data Using Semi-Nonnegative
Matrix Factorization",
JOURNAL = GeoRS,
VOLUME = "52",
YEAR = "2014",
NUMBER = "2",
MONTH = "February",
PAGES = "1430-1437",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT226951"}
@article{bb232006,
AUTHOR = "Shang, F.H. and Jiao, L.C. and Wang, F.",
TITLE = "Graph dual regularization non-negative matrix factorization for
co-clustering",
JOURNAL = PR,
VOLUME = "45",
YEAR = "2012",
NUMBER = "6",
MONTH = "June",
PAGES = "2237-2250",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT226952"}
@article{bb232007,
AUTHOR = "Zheng, W.S. and Lai, J. and Liao, S.C. and He, R.",
TITLE = "Extracting non-negative basis images using pixel dispersion penalty",
JOURNAL = PR,
VOLUME = "45",
YEAR = "2012",
NUMBER = "8",
MONTH = "August",
PAGES = "2912-2926",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT226953"}
@article{bb232008,
AUTHOR = "Liu, H.F. and Wu, Z.H. and Cai, D. and Huang, T.S.",
TITLE = "Constrained Nonnegative Matrix Factorization for Image Representation",
JOURNAL = PAMI,
VOLUME = "34",
YEAR = "2012",
NUMBER = "7",
MONTH = "July",
PAGES = "1299-1311",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT226954"}
@article{bb232009,
AUTHOR = "Liu, H.F. and Yang, G. and Wu, Z.H. and Cai, D.",
TITLE = "Constrained Concept Factorization for Image Representation",
JOURNAL = Cyber,
VOLUME = "44",
YEAR = "2014",
NUMBER = "7",
MONTH = "July",
PAGES = "1214-1224",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT226955"}
@article{bb232010,
AUTHOR = "Kumar, B.G.V. and Kotsia, I. and Patras, I.",
TITLE = "Max-margin Non-negative Matrix Factorization",
JOURNAL = IVC,
VOLUME = "30",
YEAR = "2012",
NUMBER = "4-5",
MONTH = "May",
PAGES = "279-291",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT226956"}
@article{bb232011,
AUTHOR = "Gong, P. and Zhang, C.S.",
TITLE = "Efficient Nonnegative Matrix Factorization via projected Newton method",
JOURNAL = PR,
VOLUME = "45",
YEAR = "2012",
NUMBER = "9",
MONTH = "September",
PAGES = "3557-3565",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT226957"}
@article{bb232012,
AUTHOR = "Esser, E. and Moller, M. and Osher, S. and Sapiro, G. and Xin, J.",
TITLE = "A Convex Model for Nonnegative Matrix Factorization and Dimensionality
Reduction on Physical Space",
JOURNAL = IP,
VOLUME = "21",
YEAR = "2012",
NUMBER = "7",
MONTH = "July",
PAGES = "3239-3252",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT226958"}
@article{bb232013,
AUTHOR = "Shi, M. and Yi, Q.M. and Lv, J.",
TITLE = "Symmetric Nonnegative Matrix Factorization With Beta-Divergences",
JOURNAL = SPLetters,
VOLUME = "19",
YEAR = "2012",
NUMBER = "8",
MONTH = "August",
PAGES = "539-542",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT226959"}
@article{bb232014,
AUTHOR = "Liu, Y.Y. and Jiao, L.C. and Shang, F.H.",
TITLE = "An efficient matrix factorization based low-rank representation for
subspace clustering",
JOURNAL = PR,
VOLUME = "46",
YEAR = "2013",
NUMBER = "1",
MONTH = "January",
PAGES = "284-292",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT226960"}
@article{bb232015,
AUTHOR = "Liu, Y.Y. and Jiao, L.C. and Shang, F.H.",
TITLE = "A fast tri-factorization method for low-rank matrix recovery and
completion",
JOURNAL = PR,
VOLUME = "46",
YEAR = "2013",
NUMBER = "1",
MONTH = "January",
PAGES = "163-173",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT226961"}
@article{bb232016,
AUTHOR = "Liu, Y.G. and Liu, B.B. and Pu, Y.F. and Chen, X.H. and Cheng, H.",
TITLE = "Low-rank matrix decomposition in L1-norm by dynamic systems",
JOURNAL = IVC,
VOLUME = "30",
YEAR = "2012",
NUMBER = "11",
MONTH = "November",
PAGES = "915-921",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT226962"}
@article{bb232017,
AUTHOR = "Liu, Y.G. and Cao, L.P. and Liu, C.L. and Pu, Y.F. and Cheng, H.",
TITLE = "Recovering shape and motion by a dynamic system for low-rank matrix
approximation in L_1 norm",
JOURNAL = VC,
VOLUME = "29",
YEAR = "2013",
NUMBER = "5",
MONTH = "May",
PAGES = "421-431",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT226963"}
@article{bb232018,
AUTHOR = "Essid, S. and Fevotte, C.",
TITLE = "Smooth Nonnegative Matrix Factorization for Unsupervised Audiovisual
Document Structuring",
JOURNAL = MultMed,
VOLUME = "15",
YEAR = "2013",
NUMBER = "2",
PAGES = "415-425",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT226964"}
@article{bb232019,
AUTHOR = "Tan, V.Y.F. and Fevotte, C.",
TITLE = "Automatic Relevance Determination in Nonnegative Matrix Factorization
with the beta-Divergence",
JOURNAL = PAMI,
VOLUME = "35",
YEAR = "2013",
NUMBER = "7",
PAGES = "1592-1605",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT226965"}
@article{bb232020,
AUTHOR = "Wang, S.",
TITLE = "Quasi-Block-Cholesky Factorization With Dynamic Matrix Compression for
Fast Integral-Equation Simulations of Large-Scale Human Body Models",
JOURNAL = PIEEE,
VOLUME = "100",
YEAR = "2013",
NUMBER = "2",
MONTH = "February",
PAGES = "389-400",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT226966"}
@article{bb232021,
AUTHOR = "Kim, Y.D. and Choi, S.J.",
TITLE = "Variational Bayesian View of Weighted Trace Norm Regularization for
Matrix Factorization",
JOURNAL = SPLetters,
VOLUME = "20",
YEAR = "2013",
NUMBER = "3",
MONTH = "March",
PAGES = "261-264",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT226967"}
@inproceedings{bb232022,
AUTHOR = "Kim, J.H. and Koo, B.K.",
TITLE = "Factorization of canonic homographies for camera calibration and scene
modeling",
BOOKTITLE = FCV13,
YEAR = "2013",
PAGES = "5-10",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT226968"}
@article{bb232023,
AUTHOR = "Wang, J.J.Y. and Bensmail, H. and Gao, X.",
TITLE = "Multiple graph regularized nonnegative matrix factorization",
JOURNAL = PR,
VOLUME = "46",
YEAR = "2013",
NUMBER = "10",
MONTH = "October",
PAGES = "2840-2847",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT226969"}
@inproceedings{bb232024,
AUTHOR = "Wang, J.Y. and Almasri, I. and Gao, X.",
TITLE = "Adaptive graph regularized Nonnegative Matrix Factorization via feature
selection",
BOOKTITLE = ICPR12,
YEAR = "2012",
PAGES = "963-966",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT226970"}
@article{bb232025,
AUTHOR = "Li, Z.C. and Liu, J. and Lu, H.Q.",
TITLE = "Structure preserving non-negative matrix factorization for
dimensionality reduction",
JOURNAL = CVIU,
VOLUME = "117",
YEAR = "2013",
NUMBER = "9",
PAGES = "1175-1189",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT226971"}
@article{bb232026,
AUTHOR = "Wang, L. and Albera, L. and Kachenoura, A. and Shu, H.Z. and Senhadji, L.",
TITLE = "Nonnegative Joint Diagonalization by Congruence Based on LU Matrix
Factorization",
JOURNAL = SPLetters,
VOLUME = "20",
YEAR = "2013",
NUMBER = "8",
PAGES = "807-810",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT226972"}
@article{bb232027,
AUTHOR = "Li, J. and Tao, D.C.",
TITLE = "A Bayesian Hierarchical Factorization Model for Vector Fields",
JOURNAL = IP,
VOLUME = "22",
YEAR = "2013",
NUMBER = "11",
PAGES = "4510-4521",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT226973"}
@inproceedings{bb232028,
AUTHOR = "Wu, S.Y. and Zhang, X. and Guan, N.Y. and Tao, D.C. and Huang, X.H. and Luo, Z.G.",
TITLE = "Non-negative Low-Rank and Group-Sparse Matrix Factorization",
BOOKTITLE = MMMod15,
YEAR = "2015",
PAGES = "II: 536-547",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT226974"}
@article{bb232029,
AUTHOR = "Xu, Y. and Yin, W.",
TITLE = "A Block Coordinate Descent Method for Regularized Multiconvex
Optimization with Applications to Nonnegative Tensor Factorization
and Completion",
JOURNAL = SIIMS,
VOLUME = "6",
YEAR = "2013",
NUMBER = "3",
PAGES = "1758-1789",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT226975"}
@article{bb232030,
AUTHOR = "Hu, L. and Dai, L. and Wu, J.G.",
TITLE = "Convergent Projective Non-negative Matrix Factorization with
Kullback-Leibler Divergence",
JOURNAL = PRL,
VOLUME = "36",
YEAR = "2014",
NUMBER = "1",
PAGES = "15-21",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT226976"}
@article{bb232031,
AUTHOR = "Hu, L. and Wu, N. and Li, X.",
TITLE = "Feature Nonlinear Transformation Non-Negative Matrix Factorization
with Kullback-Leibler Divergence",
JOURNAL = PR,
VOLUME = "132",
YEAR = "2022",
PAGES = "108906",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT226977"}
@article{bb232032,
AUTHOR = "Ye, J. and Jin, Z.",
TITLE = "Non-negative matrix factorisation based on fuzzy K nearest neighbour
graph and its applications",
JOURNAL = IET-CV,
VOLUME = "7",
YEAR = "2013",
NUMBER = "5",
MONTH = "October",
PAGES = "346-353",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT226978"}
@article{bb232033,
AUTHOR = "Zou, W.B. and Bai, C. and Kpalma, K. and Ronsin, J.",
TITLE = "Online Glocal Transfer for Automatic Figure-Ground Segmentation",
JOURNAL = IP,
VOLUME = "23",
YEAR = "2014",
NUMBER = "5",
MONTH = "May",
PAGES = "2109-2121",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT226979"}
@inproceedings{bb232034,
AUTHOR = "Zou, W.B. and Kpalma, K. and Liu, Z. and Ronsin, J.",
TITLE = "Segmentation Driven Low-rank Matrix Recovery for Saliency Detection",
BOOKTITLE = BMVC13,
YEAR = "2013",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT226980"}
@article{bb232035,
AUTHOR = "Zhou, G.X. and Cichocki, A. and Zhao, Q.B. and Xie, S.L.",
TITLE = "Nonnegative Matrix and Tensor Factorizations:
An algorithmic perspective",
JOURNAL = SPMag,
VOLUME = "31",
YEAR = "2014",
NUMBER = "3",
MONTH = "May",
PAGES = "54-65",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT226981"}
@article{bb232036,
AUTHOR = "Zhou, G.X. and Cichocki, A. and Zhao, Q.B. and Xie, S.L.",
TITLE = "Efficient Nonnegative Tucker Decompositions:
Algorithms and Uniqueness",
JOURNAL = IP,
VOLUME = "24",
YEAR = "2015",
NUMBER = "12",
MONTH = "December",
PAGES = "4990-5003",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT226982"}
@article{bb232037,
AUTHOR = "Huang, K. and Sidiropoulos, N.",
TITLE = "Putting Nonnegative Matrix Factorization to the Test: A tutorial
derivation of pertinent Cramer-Rao bounds and performance
benchmarking",
JOURNAL = SPMag,
VOLUME = "31",
YEAR = "2014",
NUMBER = "3",
MONTH = "May",
PAGES = "76-86",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT226983"}
@article{bb232038,
AUTHOR = "Feng, J.Z. and Huo, X.M. and Song, L. and Yang, X.K. and Zhang, W.J.",
TITLE = "Evaluation of Different Algorithms of Nonnegative Matrix
Factorization in Temporal Psychovisual Modulation",
JOURNAL = CirSysVideo,
VOLUME = "24",
YEAR = "2014",
NUMBER = "4",
MONTH = "April",
PAGES = "553-565",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT226984"}
@article{bb232039,
AUTHOR = "Li, Z.C. and Liu, J. and Tang, J.H. and Lu, H.Q.",
TITLE = "Projective Matrix Factorization with unified embedding for social
image tagging",
JOURNAL = CVIU,
VOLUME = "124",
YEAR = "2014",
NUMBER = "1",
PAGES = "71-78",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT226985"}
@article{bb232040,
AUTHOR = "Li, Z.C. and Tang, J.H.",
TITLE = "Weakly Supervised Deep Matrix Factorization for Social Image
Understanding",
JOURNAL = IP,
VOLUME = "26",
YEAR = "2017",
NUMBER = "1",
MONTH = "January",
PAGES = "276-288",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT226986"}
@article{bb232041,
AUTHOR = "Gonen, M. and Kaski, S.",
TITLE = "Kernelized Bayesian Matrix Factorization",
JOURNAL = PAMI,
VOLUME = "36",
YEAR = "2014",
NUMBER = "10",
MONTH = "October",
PAGES = "2047-2060",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT226987"}
@article{bb232042,
AUTHOR = "Yang, Z.R. and Oja, E.",
TITLE = "Quadratic nonnegative matrix factorization",
JOURNAL = PR,
VOLUME = "45",
YEAR = "2012",
NUMBER = "4",
PAGES = "1500-1510",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT226988"}
@article{bb232043,
AUTHOR = "Szabo, Z. and Poczos, B. and Lorincz, A.",
TITLE = "Separation theorem for independent subspace analysis and its
consequences",
JOURNAL = PR,
VOLUME = "45",
YEAR = "2012",
NUMBER = "4",
PAGES = "1782-1791",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT226989"}
@inproceedings{bb232044,
AUTHOR = "Szabo, Z. and Poczos, B. and Lorincz, A.",
TITLE = "Online group-structured dictionary learning",
BOOKTITLE = CVPR11,
YEAR = "2011",
PAGES = "2865-2872",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT226990"}
@article{bb232045,
AUTHOR = "Liu, X.B. and Xu, Q. and Yan, S.C. and Wang, G. and Jin, H. and Lee, S.W.",
TITLE = "Nonnegative Tensor Cofactorization and Its Unified Solution",
JOURNAL = IP,
VOLUME = "23",
YEAR = "2014",
NUMBER = "9",
MONTH = "September",
PAGES = "3950-3961",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT226991"}
@inproceedings{bb232046,
AUTHOR = "Chen, Q.A. and Yan, S.C. and Ng, T.T.",
TITLE = "Factorization towards a classifier",
BOOKTITLE = CVPR10,
YEAR = "2010",
PAGES = "3562-3569",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT226992"}
@inproceedings{bb232047,
AUTHOR = "Liao, S.C. and Lei, Z. and Li, S.Z.",
TITLE = "Nonnegative Matrix Factorization with Gibbs Random Field modeling",
BOOKTITLE = Subspace09,
YEAR = "2009",
PAGES = "79-86",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT226993"}
@article{bb232048,
AUTHOR = "Li, B. and Zhou, G.X. and Cichocki, A.",
TITLE = "Two Efficient Algorithms for Approximately Orthogonal Nonnegative
Matrix Factorization",
JOURNAL = SPLetters,
VOLUME = "22",
YEAR = "2015",
NUMBER = "7",
MONTH = "July",
PAGES = "843-846",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT226994"}
@article{bb232049,
AUTHOR = "Jin, T.S. and Yu, J. and You, J. and Zeng, K. and Li, C.H. and Yu, Z.T.",
TITLE = "Low-rank matrix factorization with multiple Hypergraph regularizer",
JOURNAL = PR,
VOLUME = "48",
YEAR = "2015",
NUMBER = "3",
PAGES = "1011-1022",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT226995"}
@article{bb232050,
AUTHOR = "Rapin, J. and Bobin, J. and Larue, A. and Starck, J.L.",
TITLE = "NMF with Sparse Regularizations in Transformed Domains",
JOURNAL = SIIMS,
VOLUME = "7",
YEAR = "2014",
NUMBER = "4",
PAGES = "2020-2047",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT226996"}
@inproceedings{bb232051,
AUTHOR = "Bobin, J. and Starck, J.L. and Rapin, J. and Larue, A.",
TITLE = "Sparse blind source separation for partially correlated sources",
BOOKTITLE = ICIP14,
YEAR = "2014",
PAGES = "6021-6025",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT226997"}
@article{bb232052,
AUTHOR = "Sun, M. and Zhang, X.W. and van Hamme, H.",
TITLE = "A stable approach for model order selection in nonnegative matrix
factorization",
JOURNAL = PRL,
VOLUME = "54",
YEAR = "2015",
NUMBER = "1",
PAGES = "97-102",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT226998"}
@article{bb232053,
AUTHOR = "Mirzaei, S. and van Hamme, H. and Khosravani, S.",
TITLE = "Hyperspectral image classification using Non-negative Tensor
Factorization and 3D Convolutional Neural Networks",
JOURNAL = SP:IC,
VOLUME = "76",
YEAR = "2019",
PAGES = "178-185",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT226999"}
@article{bb232054,
AUTHOR = "Han, H. and Liu, S.J. and Gan, L.",
TITLE = "Non-negativity and dependence constrained sparse coding for image
classification",
JOURNAL = JVCIR,
VOLUME = "26",
YEAR = "2015",
NUMBER = "1",
PAGES = "247-254",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT227000"}
@article{bb232055,
AUTHOR = "Ye, M.C. and Qian, Y.T. and Zhou, J.",
TITLE = "Multitask Sparse Nonnegative Matrix Factorization for Joint
Spectral-Spatial Hyperspectral Imagery Denoising",
JOURNAL = GeoRS,
VOLUME = "53",
YEAR = "2015",
NUMBER = "5",
MONTH = "May",
PAGES = "2621-2639",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT227001"}
@article{bb232056,
AUTHOR = "Xiong, F.C. and Qian, Y.T. and Zhou, J. and Tang, Y.Y.",
TITLE = "Hyperspectral Unmixing via Total Variation Regularized Nonnegative
Tensor Factorization",
JOURNAL = GeoRS,
VOLUME = "57",
YEAR = "2019",
NUMBER = "4",
MONTH = "April",
PAGES = "2341-2357",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT227002"}
@inproceedings{bb232057,
AUTHOR = "Xiong, F.C. and Zhou, J. and Qian, Y.T.",
TITLE = "Hyperspectral Imagery Denoising via Reweighed Sparse Low-Rank
Nonnegative Tensor Factorization",
BOOKTITLE = ICIP18,
YEAR = "2018",
PAGES = "3219-3223",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT227003"}
@article{bb232058,
AUTHOR = "Xiong, F.C. and Zhou, J. and Qian, Y.T.",
TITLE = "Hyperspectral Restoration via L_0 Gradient Regularized Low-Rank
Tensor Factorization",
JOURNAL = GeoRS,
VOLUME = "57",
YEAR = "2019",
NUMBER = "12",
MONTH = "December",
PAGES = "10410-10425",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT227004"}
@inproceedings{bb232059,
AUTHOR = "Xu, F. and Bai, X. and Zhou, J.",
TITLE = "Non-local similarity based tensor decomposition for hyperspectral
image denoising",
BOOKTITLE = ICIP17,
YEAR = "2017",
PAGES = "1890-1894",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT227005"}
@article{bb232060,
AUTHOR = "Ma, Z. and Teschendorff, A.E. and Leijon, A. and Qiao, Y. and Zhang, H. and Guo, J.",
TITLE = "Variational Bayesian Matrix Factorization for Bounded Support Data",
JOURNAL = PAMI,
VOLUME = "37",
YEAR = "2015",
NUMBER = "4",
MONTH = "April",
PAGES = "876-889",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT227006"}
@article{bb232061,
AUTHOR = "Jiang, F.Y. and Enqvist, O. and Kahl, F.",
TITLE = "A Combinatorial Approach to L1 -Matrix Factorization",
JOURNAL = JMIV,
VOLUME = "51",
YEAR = "2015",
NUMBER = "3",
MONTH = "March",
PAGES = "430-441",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT227007"}
@article{bb232062,
AUTHOR = "Qiao, H.L.",
TITLE = "New SVD based initialization strategy for non-negative matrix
factorization",
JOURNAL = PRL,
VOLUME = "63",
YEAR = "2015",
NUMBER = "1",
PAGES = "71-77",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT227008"}
@article{bb232063,
AUTHOR = "Liu, Y. and Lei, Y. and Li, C. and Xu, W. and Pu, Y.",
TITLE = "A Random Algorithm for Low-Rank Decomposition of Large-Scale Matrices
With Missing Entries",
JOURNAL = IP,
VOLUME = "24",
YEAR = "2015",
NUMBER = "11",
MONTH = "November",
PAGES = "4502-4511",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT227009"}
@article{bb232064,
AUTHOR = "Wu, Y.W. and Jia, Y.D. and Li, P.H. and Zhang, J. and Yuan, J.S.",
TITLE = "Manifold Kernel Sparse Representation of Symmetric Positive-Definite
Matrices and Its Applications",
JOURNAL = IP,
VOLUME = "24",
YEAR = "2015",
NUMBER = "11",
MONTH = "November",
PAGES = "3729-3741",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT227010"}
@article{bb232065,
AUTHOR = "El Aziz, M.A. and Khidr, W.",
TITLE = "Nonnegative matrix factorization based on projected hybrid conjugate
gradient algorithm",
JOURNAL = SIViP,
VOLUME = "9",
YEAR = "2015",
NUMBER = "8",
MONTH = "November",
PAGES = "1825-1831",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT227011"}
@article{bb232066,
AUTHOR = "Rad, R. and Jamzad, M.",
TITLE = "Automatic image annotation by a loosely joint non-negative matrix
factorisation",
JOURNAL = IET-CV,
VOLUME = "9",
YEAR = "2015",
NUMBER = "6",
PAGES = "806-813",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT227012"}
@article{bb232067,
AUTHOR = "Rad, R. and Jamzad, M.",
TITLE = "Image annotation using multi-view non-negative matrix factorization
with different number of basis vectors",
JOURNAL = JVCIR,
VOLUME = "46",
YEAR = "2017",
NUMBER = "1",
PAGES = "1-12",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT227013"}
@article{bb232068,
AUTHOR = "Simsekli, U. and Liutkus, A. and Cemgil, A.T.",
TITLE = "Alpha-Stable Matrix Factorization",
JOURNAL = SPLetters,
VOLUME = "22",
YEAR = "2015",
NUMBER = "12",
MONTH = "December",
PAGES = "2289-2293",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT227014"}
@article{bb232069,
AUTHOR = "Yang, L. and Jing, L.P. and Ng, M.K.",
TITLE = "Robust and Non-Negative Collective Matrix Factorization for
Text-to-Image Transfer Learning",
JOURNAL = IP,
VOLUME = "24",
YEAR = "2015",
NUMBER = "12",
MONTH = "December",
PAGES = "4701-4714",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT227015"}
@article{bb232070,
AUTHOR = "Wang, D. and Gao, X. and Wang, X.",
TITLE = "Semi-Supervised Nonnegative Matrix Factorization via Constraint
Propagation",
JOURNAL = Cyber,
VOLUME = "46",
YEAR = "2016",
NUMBER = "1",
MONTH = "January",
PAGES = "233-244",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT227016"}
@article{bb232071,
AUTHOR = "Fu, X. and Ma, W.K.",
TITLE = "Robustness Analysis of Structured Matrix Factorization via
Self-Dictionary Mixed-Norm Optimization",
JOURNAL = SPLetters,
VOLUME = "23",
YEAR = "2016",
NUMBER = "1",
MONTH = "January",
PAGES = "60-64",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT227017"}
@article{bb232072,
AUTHOR = "Mao, J.Y. and Zhang, Z.Y.",
TITLE = "A local convex method for rank-sparsity factorization",
JOURNAL = PRL,
VOLUME = "71",
YEAR = "2016",
NUMBER = "1",
PAGES = "31-37",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT227018"}
@article{bb232073,
AUTHOR = "Li, X. and Shen, B. and Liu, B.D. and Zhang, Y.J.",
TITLE = "A Locality Sensitive Low-Rank Model for Image Tag Completion",
JOURNAL = MultMed,
VOLUME = "18",
YEAR = "2016",
NUMBER = "3",
MONTH = "March",
PAGES = "474-483",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT227019"}
@inproceedings{bb232074,
AUTHOR = "Li, X. and Zhang, Y.J. and Shen, B. and Liu, B.D.",
TITLE = "Image tag completion by low-rank factorization with dual
reconstruction structure preserved",
BOOKTITLE = ICIP14,
YEAR = "2014",
PAGES = "3062-3066",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT227020"}
@article{bb232075,
AUTHOR = "Li, X. and Shen, B. and Liu, B.D. and Zhang, Y.J.",
TITLE = "Ranking-Preserving Low-Rank Factorization for Image Annotation With
Missing Labels",
JOURNAL = MultMed,
VOLUME = "20",
YEAR = "2018",
NUMBER = "5",
MONTH = "May",
PAGES = "1169-1178",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT227021"}
@inproceedings{bb232076,
AUTHOR = "Shen, B. and Liu, B.D. and Wang, Q.F. and Ji, R.R.",
TITLE = "Robust nonnegative matrix factorization via L1 norm regularization by
multiplicative updating rules",
BOOKTITLE = ICIP14,
YEAR = "2014",
PAGES = "5282-5286",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT227022"}
@article{bb232077,
AUTHOR = "Lu, G.F. and Wang, Y. and Zou, J.",
TITLE = "Low-Rank Matrix Factorization With Adaptive Graph Regularizer",
JOURNAL = IP,
VOLUME = "25",
YEAR = "2016",
NUMBER = "5",
MONTH = "May",
PAGES = "2196-2205",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT227023"}
@article{bb232078,
AUTHOR = "Arjona Ramirez, M.",
TITLE = "Non-Negative Temporal Decomposition Regularization With an Augmented
Lagrangian",
JOURNAL = SPLetters,
VOLUME = "23",
YEAR = "2016",
NUMBER = "5",
MONTH = "May",
PAGES = "663-667",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT227024"}
@article{bb232079,
AUTHOR = "Zhu, F. and Honeine, P.",
TITLE = "Biobjective Nonnegative Matrix Factorization:
Linear Versus Kernel-Based Models",
JOURNAL = GeoRS,
VOLUME = "54",
YEAR = "2016",
NUMBER = "7",
MONTH = "July",
PAGES = "4012-4022",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT227025"}
@article{bb232080,
AUTHOR = "Tang, J. and Wang, K. and Shao, L.",
TITLE = "Supervised Matrix Factorization Hashing for Cross-Modal Retrieval",
JOURNAL = IP,
VOLUME = "25",
YEAR = "2016",
NUMBER = "7",
MONTH = "July",
PAGES = "3157-3166",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT227026"}
@inproceedings{bb232081,
AUTHOR = "Zhu, M. and Miao, H. and Tang, J.",
TITLE = "Multi-Kernel Supervised Hashing with Graph Regularization for
Cross-Modal Retrieval",
BOOKTITLE = ICPR18,
YEAR = "2018",
PAGES = "2717-2722",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT227027"}
@article{bb232082,
AUTHOR = "Shokrollahi, M. and Krishnan, S.",
TITLE = "Non-stationary signal feature characterization using adaptive
dictionaries and non-negative matrix factorization",
JOURNAL = SIViP,
VOLUME = "10",
YEAR = "2016",
NUMBER = "6",
MONTH = "June",
PAGES = "1025-1032",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT227028"}
@article{bb232083,
AUTHOR = "Babaee, M. and Wolf, T. and Rigoll, G.",
TITLE = "Toward semantic attributes in dictionary learning and non-negative
matrix factorization",
JOURNAL = PRL,
VOLUME = "80",
YEAR = "2016",
NUMBER = "1",
PAGES = "172-178",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT227029"}
@inproceedings{bb232084,
AUTHOR = "Babaee, M. and Wolf, T. and Rigoll, G.",
TITLE = "Relative attribute guided dictionary learning",
BOOKTITLE = ICIP16,
YEAR = "2016",
PAGES = "704-708",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT227030"}
@inproceedings{bb232085,
AUTHOR = "Babaee, M. and Bahmanyar, R. and Rigoll, G. and Datcu, M.",
TITLE = "Farness preserving Non-negative matrix factorization",
BOOKTITLE = ICIP14,
YEAR = "2014",
PAGES = "3023-3027",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT227031"}
@article{bb232086,
AUTHOR = "Cao, X. and Zhao, Q. and Meng, D. and Chen, Y. and Xu, Z.",
TITLE = "Robust Low-Rank Matrix Factorization Under General Mixture Noise
Distributions",
JOURNAL = IP,
VOLUME = "25",
YEAR = "2016",
NUMBER = "10",
MONTH = "October",
PAGES = "4677-4690",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT227032"}
@inproceedings{bb232087,
AUTHOR = "Cao, X. and Chen, Y. and Zhao, Q. and Meng, D. and Wang, Y. and Wang, D. and Xu, Z.",
TITLE = "Low-Rank Matrix Factorization under General Mixture Noise
Distributions",
BOOKTITLE = ICCV15,
YEAR = "2015",
PAGES = "1493-1501",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT227033"}
@article{bb232088,
AUTHOR = "Ding, G.G. and Guo, Y.C. and Zhou, J. and Gao, Y.",
TITLE = "Large-Scale Cross-Modality Search via Collective Matrix Factorization
Hashing",
JOURNAL = IP,
VOLUME = "25",
YEAR = "2016",
NUMBER = "11",
MONTH = "November",
PAGES = "5427-5440",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT227034"}
@inproceedings{bb232089,
AUTHOR = "Ding, G.G. and Guo, Y.C. and Zhou, J.",
TITLE = "Collective Matrix Factorization Hashing for Multimodal Data",
BOOKTITLE = CVPR14,
YEAR = "2014",
PAGES = "2083-2090",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT227035"}
@article{bb232090,
AUTHOR = "Zhang, G. and Gong, X.",
TITLE = "Nonnegative Matrix Cofactorization for Weakly Supervised Image
Parsing",
JOURNAL = SPLetters,
VOLUME = "23",
YEAR = "2016",
NUMBER = "11",
MONTH = "November",
PAGES = "1682-1686",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT227036"}
@article{bb232091,
AUTHOR = "Trigeorgis, G. and Bousmalis, K. and Zafeiriou, S.P. and Schuller, B.W.",
TITLE = "A Deep Matrix Factorization Method for Learning Attribute
Representations",
JOURNAL = PAMI,
VOLUME = "39",
YEAR = "2017",
NUMBER = "3",
MONTH = "March",
PAGES = "417-429",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT227037"}
@article{bb232092,
AUTHOR = "Kumar, V. and Pujari, A.K. and Sahu, S.K. and Kagita, V.R. and Padmanabhan, V.",
TITLE = "Proximal maximum margin matrix factorization for collaborative
filtering",
JOURNAL = PRL,
VOLUME = "86",
YEAR = "2017",
NUMBER = "1",
PAGES = "62-67",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT227038"}
@article{bb232093,
AUTHOR = "Karoui, M.S. and Deville, Y. and Benhalouche, F.Z. and Boukerch, I.",
TITLE = "Hypersharpening by Joint-Criterion Nonnegative Matrix Factorization",
JOURNAL = GeoRS,
VOLUME = "55",
YEAR = "2017",
NUMBER = "3",
MONTH = "March",
PAGES = "1660-1670",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT227039"}
@article{bb232094,
AUTHOR = "Hou, J. and Chau, L.P. and Magnenat Thalmann, N. and He, Y.",
TITLE = "Sparse Low-Rank Matrix Approximation for Data Compression",
JOURNAL = CirSysVideo,
VOLUME = "27",
YEAR = "2017",
NUMBER = "5",
MONTH = "May",
PAGES = "1043-1054",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT227040"}
@article{bb232095,
AUTHOR = "Debals, O. and van Barel, M. and de Lathauwer, L.",
TITLE = "Nonnegative Matrix Factorization Using Nonnegative Polynomial
Approximations",
JOURNAL = SPLetters,
VOLUME = "24",
YEAR = "2017",
NUMBER = "7",
MONTH = "July",
PAGES = "948-952",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT227041"}
@article{bb232096,
AUTHOR = "Ma, X.K. and Sun, P.G. and Qin, G.M.",
TITLE = "Nonnegative matrix factorization algorithms for link prediction in
temporal networks using graph communicability",
JOURNAL = PR,
VOLUME = "71",
YEAR = "2017",
NUMBER = "1",
PAGES = "361-374",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT227042"}
@article{bb232097,
AUTHOR = "Lu, Y. and Yuan, C. and Lai, Z. and Li, X. and Wong, W.K. and Zhang, D.",
TITLE = "Nuclear Norm-Based 2DLPP for Image Classification",
JOURNAL = MultMed,
VOLUME = "19",
YEAR = "2017",
NUMBER = "11",
MONTH = "November",
PAGES = "2391-2403",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT227043"}
@article{bb232098,
AUTHOR = "Lu, Y. and Lai, Z.H. and Li, X.L. and Zhang, D. and Wong, W.K. and Yuan, C.",
TITLE = "Learning Parts-Based and Global Representation for Image
Classification",
JOURNAL = CirSysVideo,
VOLUME = "28",
YEAR = "2018",
NUMBER = "12",
MONTH = "December",
PAGES = "3345-3360",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT227044"}
@article{bb232099,
AUTHOR = "Yuan, Y. and Li, X.L. and Pang, Y. and Lu, X. and Tao, D.",
TITLE = "Binary Sparse Nonnegative Matrix Factorization",
JOURNAL = CirSysVideo,
VOLUME = "19",
YEAR = "2009",
NUMBER = "5",
MONTH = "May",
PAGES = "772-777",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT227045"}
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